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Biografia

Flávio L. Pinheiro é Professor Auxiliar em Data Science na NOVA IMS. Os seus interesses de investigação focam-se em perceber como é que estrutura de sistemas socio-económicos influenciam as decisões de agentes a diferentes escalas. À escala macroscópica, entender como é que essas estruturas resultam no sucesso/insucesso de agentes durante o seu processo de decisão. À escala do indivíduo, como é que a difusão e evolução de opiniões, a difusão de doenças, comportamentos, ou ideias é constrangida pela estrutura social em que participam.

No passado foi Investigador de Pos Doutoramento no MIT Media Lab, e obteve uma Licenciatura e Mestrado da Universidade Lisboa (Lisboa Portugal) e um doutoramento na Universidade do Minho (Braga, Portugal). 

Publicações Cientificas

Pinheiro, F. L., Balland, P-A., Boschma, R., & Hartmann, D. (2022)

The dark side of the geography of innovation: relatedness, complexity and regional inequality in Europe. Regional Studies, 1-16. https://doi.org/10.1080/00343404.2022.2106362

Rita, P., Vong, C., Pinheiro, F., & Mimoso, J. (2022)

A sentiment analysis of Michelin-starred restaurants. European Journal of Management and Business Economics. https://doi.org/10.1108/EJMBE-11-2021-0295

Sarmento, P., Motta, M., Scott, I., Pinheiro, F. L., & De Castro Neto, M. (2022)

Impact of COVID-19 lockdown measures on waste production behavior in Lisbon. Waste Management, 138(February), 189-198. [Advanced online publication on 7th  December 2021]. https://doi.org/10.1016/j.wasman.2021.12.002

Alpalhão, N., Sarmento, P., Pinheiro, F. L., Tremoceiro, J., & Neto, M. D. C. (2022)

Prediction and simulation of the risk of traffic accidents using neural networks and gradient boosting with an hybrid classification/regression modelling approach in urban context. In Livro de Resumos da Conferência do Projeto de Investigação Científica “Fatores de Transformação Urbana (DRIVIT-UP)” em conjunto com I Conferência sobre Ciência de Dados para Ciências Sociais e VI Conferência de Planeamento Regional e Urbano. [Abstract book from the Conference of the Scientific Research Project “Drivers of urban transformation (DRIVIT-UP)” a joitly event with I Conference on Data Science for the Social Sciences And VI Conference on Regional and Urban Planning] (pp. 52-55). UA Editora. https://doi.org/10.48528/pkzd-wz70

Duarte, C., Pinheiro, F., & Naranjo-Zolotov, M. (2022)

Students’ networks influence on academic performance: An exploratory study. In 2022 17th  Iberian Conference on Information Systems and Technologies (CISTI): proceedings (pp. 1-6) (CISTI 2022. 17th  Iberian Conference on Information Systems and Technologies, 22-25 June 2022, Madrid, Spain) . IEEE. ISBN: 978-9-8933-3436-2. https://doi.org/10.23919/CISTI54924.2022.9820019

Lyra, M. S., Pinheiro, F. L., & Bacao, F. (2022)

Public Procurement Fraud Detection: A Review Using Network Analysis. In R. M. Benito, C. Cherifi, H. Cherifi, E. Moro, L. M. Rocha, & M. Sales-Pardo (Eds.), Complex Networks & Their Applications X: Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021 (Vol. 1) (Vol. I, pp. 116-129). (Studies in Computational Intelligence; Vol. 1015). Springer, Cham. https://doi.org/10.1007/978-3-030-93409-5_11

Pinheiro, F. L., Balland, P-A., Boschma, R., & Hartmann, D. (2022)

The Dark Side of the Geography of Innovation. Relatedness, Complexity, and Regional Inequality in Europe. (pp. 1-46). (Papers in Evolutionary Economic Geography; Vol. 22, No. 2). Utrecht University. https://peeg.wordpress.com/2022/01/18/22-02-the-dark-side-of-the-geography-of-innovation-relatedness-complexity-and-regional-inequality-in-europe/

Curado, A., Damásio, B., Encarnação, S., Candia, C., & Pinheiro, F. L. (2021)

Scaling behavior of public procurement activity. PLoS ONE, 16(12), 1-19. [e0260806]. https://doi.org/10.1371/journal.pone.0260806

Hartmann, D., Ferraz, D., Bezerra, M., Pyka, A., & Pinheiro, F. L. (2021)

Comparing cars with apples? Identifying the appropriate benchmark countries for relative ecological pollution rankings and international learning. Frontiers in Environmental Science, 9, 1-17. [779378]. https://doi.org/10.3389/fenvs.2021.779378

Hartmann, D., Zagato, L., Gala, P., & Pinheiro, F. L. (2021)

Why did some countries catch-up, while others got stuck in the middle? Stages of productive sophistication and smart industrial policies. Structural Change and Economic Dynamics, 58, 1-13. https://doi.org/10.1016/j.strueco.2021.04.007

Lyra, M. D. S., Curado, A., Damásio, B., Bação, F., & Pinheiro, F. L. (2021)

Characterization of the Firm-Firm Public Procurement Co-Bidding Network from the State of Ceará (Brazil) Municipalities. Applied Network Science, 6, 1-10. [77]. https://doi.org/10.1007/s41109-021-00418-y

Pinheiro, F. L., Hartmann, D., Boschma, R., & Hidalgo, C. A. (2021)

The time and frequency of unrelated diversification. Research Policy, [104323]. Advanced online publication on 21 July, 2021. https://doi.org/10.1016/j.respol.2021.104323

Pinheiro, F. L., Pacheco, J. M., & Santos, F. C. (2021)

Stable leaders pave the way for cooperation under time-dependent exploration rates. Royal Society Open Science, 8(2), [200910]. https://doi.org/10.1098/rsos.200910

Waniek, M., Elbassioni, K., Pinheiro, F. L., Hidalgo, C. A., & Alshamsi, A. (2020)

Computational aspects of optimal strategic network diffusion. Theoretical Computer Science.[Advanced online publication on 31 january 2020]. Doi: https://doi.org/10.1016/j.tcs.2020.01.027

Lima, F., Pinheiro, F. L., Silva, J. F., & Matos, P. (2020)

Foreign direct investment: using network analysis to understand the position of Portugal in a global FDI network. In Bridging measurement challenges and analytical needs of external statistics: evolution or revolution?: Proceedings of the IFC Conference on external statistics, Lisbon, Portugal, 17-18 February 2020 (pp. 1-16). (IFC Bulletin; No. 52). Bank of International Settlements. https://www.bis.org/ifc/publ/ifcb52.htm

Candia, C., Encarnação, S., & Pinheiro, F. L. (2019)

The higher education space: connecting degree programs from individuals’ choices. EPJ Data Science, 8(1), [39]. https://doi.org/10.1140/epjds/s13688-019-0218-4

Hartmann, D., Arata, A., Bezerra, M., & Pinheiro, F. L. (2019)

The network effects of NGOs on social capital and innovation among smallholder farmers: a case study in Peru. Annals Of Regional Science. [Available online on 3 october 2019]. doi: https://doi.org/10.1007/s00168-019-00944-9

Hartmann, D., Bezerra, M., Lodolo, B., & Pinheiro, F. L. (2019)

International trade, development traps, and the core-periphery structure of income inequality. Economia. [Advanced online 19 December 2019]. https://doi.org/10.1016/j.econ.2019.09.001

Vasconcelos, V. V., Levin, S. A., & Pinheiro, F. L. (2019)

Consensus and polarization in competing complex contagion processes. Journal of The Royal Society Interface, 16(155), [20190196]. https://doi.org/10.1098/rsif.2019.0196